Enhancing EDFAs Greybox Modeling in Optical Multiplex Sections Using Few-Shot Learning

We combine few-shot learning and grey-box modeling for EDFAs in optical lines, training a single EDFA model on 500 spectral loads and transferring it to other EDFAs using 4-8 samples, maintaining low OSNR prediction error.